Seeing as the screenshots are from Gnome, I'd be surprised if they used X11, considering Gnome's future is on Wayland. Not to mention the irony of shipping a "secure phone" with X11...
Not running apps you don't trust is an overly simplistic security model, and completely ignores exploits.